Sumithra Velupillai

Using clinical Natural Language Processing for health outcomes research: Overview and actionable suggestions for future advances

Sumithra Velupillai, Hanna Suominen, Maria Liakata et al. · Journal of Biomedical Informatics · 2018 · 248 citations · Full text

Computing, Computer Science, Health Informatics +16

Characterisation of mental health conditions in social media using Informed Deep Learning

George Gkotsis, Anika Oellrich, Sumithra Velupillai et al. · Scientific Reports · 2017 · 243 citations · Full text

Computing, Computer Science, Health Informatics +16

Identifying Suicide Ideation and Suicidal Attempts in a Psychiatric Clinical Research Database using Natural Language Processing

Andrea Fernandes, Rina Dutta, Sumithra Velupillai et al. · Scientific Reports · 2018 · 181 citations · Full text

Computing, Computer Science, Psychiatry +12

The language of mental health problems in social media

George Gkotsis, Anika Oellrich, Tim Hubbard et al. · 2016 · 125 citations · Full text

Computing, Computer Science, Psychology +9

Task 2: ShARe/CLEF eHealth Evaluation Lab 2014

Danielle L. Mowery, Sumithra Velupillai, Brett R. South et al. · Arrow@dit (Dublin Institute of Technology) · 2013 · 80 citations · Full text

Computing, Health Informatics, Clinical Decision Support +9